Geopandas
K-Dense· Community
Guidance and local audit tools for Python workflows using GeoPandas 1.2.0 for spatial data analysis.
Data and AIClaude CodeClaude appsOpenAI Codex+14 more
MITLow riskHas scriptsGitHub stars of the source repository56.4k
Agent Skills
Trusted skills for AI agents from official vendors and established maintainers. Every skill is attributed to its author, scanned, and comes with install steps for your AI tool.
Results
706 skills
Markitdown
K-Dense· Community
A lightweight utility for converting diverse document formats into structured Markdown for analysis, search, and LLM ingestion.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskHas scriptsGitHub stars of the source repository56.4k
Statsmodels
K-Dense· Community
A comprehensive toolkit for fitting, diagnosing, and interpreting statistical models including regression, GLMs, and time series analysis in Python.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskGitHub stars of the source repository56.4k
Transformers
K-Dense· Community
Integrate Hugging Face Transformers for model loading, inference, and fine-tuning across NLP, vision, and audio tasks.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskGitHub stars of the source repository56.4k
Stable Baselines3
K-Dense· Community
A PyTorch-based library for training and evaluating reinforcement learning agents using standardized algorithms and environments.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskHas scriptsGitHub stars of the source repository56.4k
Dask
K-Dense· Community
Parallel and distributed computing library for scaling Python research workflows.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskGitHub stars of the source repository56.4k
Open Notebook
K-Dense· Community
Integrate with the self-hosted Open Notebook platform to automate research ingestion, context-aware chat, and AI-driven analysis.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskHas scriptsGitHub stars of the source repository56.4k
Zarr Python
K-Dense· Community
A guide for storing and querying chunked N-D scientific arrays using Zarr-Python 3.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITLow riskGitHub stars of the source repository56.4k
Vision Sft
Seth Hobson· Community
A structured workflow for supervised fine-tuning of vision-language models, focusing on adapter configuration and silent failure prevention.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
LLM Evaluation
Seth Hobson· Community
A comprehensive framework for evaluating LLM application performance using automated metrics, human feedback, and LLM-as-a-judge techniques.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
Lora Qlora Recipes
Seth Hobson· Community
Provides configuration recipes and best-practice hyperparameters for LoRA and QLoRA supervised fine-tuning.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
Preference Optimization
Seth Hobson· Community
Align fine-tuned models with human preference data using DPO, ORPO, KTO, or SimPO methods.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
Data Scientist
Seth Hobson· Community
An expert data scientist persona for advanced analytics, machine learning, and statistical modeling.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k
RAG Implementation
Seth Hobson· Community
A comprehensive guide to building Retrieval-Augmented Generation (RAG) systems for grounding LLM applications in external data.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
ML Engineer
Seth Hobson· Community
An expert ML engineer persona focused on production-ready machine learning systems, model serving, and infrastructure.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k
Dbt Transformation Patterns
Seth Hobson· Community
Standardized patterns and best practices for organizing, testing, and documenting dbt data transformation projects.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
Finetuning Method Selection
Seth Hobson· Community
A decision-making framework to determine if fine-tuning is necessary and which training method best fits your data and task.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
Vector Database Engineer
Seth Hobson· Community
An expert consultant for architecting, implementing, and optimizing production-grade vector search and RAG systems.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k
Hybrid Search Implementation
Seth Hobson· Community
Patterns and implementation strategies for combining vector and keyword search to improve retrieval accuracy in RAG systems.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
ML Pipeline Workflow
Seth Hobson· Community
A comprehensive guide for orchestrating end-to-end machine learning pipelines from data preparation to deployment.
Data and AIClaude CodeClaude appsOpenAI Codex+14 moreMITGitHub stars of the source repository42.3k
LLM Finetuning Architect
Seth Hobson· Community
A skeptical strategist that gatekeeps fine-tuning requests by enforcing rigorous evaluation baselines and method selection.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k
Data Engineer
Seth Hobson· Community
Expert guidance for designing and implementing modern data architectures, pipelines, and analytics infrastructure.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k
AI Engineer
Seth Hobson· Community
An expert AI engineer persona for building, orchestrating, and deploying production-ready LLM applications and agentic systems.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k
SQL Pro
Seth Hobson· Community
An expert SQL specialist providing guidance on database architecture, query optimization, and modern data modeling.
Data and AIClaude CodeMITGitHub stars of the source repository42.3k